longitude
float64
-124.35
-114.31
latitude
float64
32.5
42
housing_median_age
float64
1
52
total_rooms
float64
2
39.3k
total_bedrooms
float64
1
6.45k
population
float64
3
35.7k
households
float64
1
6.08k
median_income
float64
0.5
15
median_house_value
float64
15k
500k
ocean_proximity
stringclasses
5 values
-118.65
34.2
23
7,480
1,084
3,037
1,058
6.9223
338,400
<1H OCEAN
-121.22
38.92
19
2,531
461
1,206
429
4.4958
192,600
INLAND
-121.12
37.48
5
4,109
820
3,062
713
3.2396
125,200
INLAND
-118.18
34.11
33
1,523
391
753
298
2.6591
183,800
<1H OCEAN
-121.24
37.81
6
3,883
800
2,319
787
3.5595
161,000
INLAND
-122.18
37.79
39
617
95
236
106
5.2578
253,000
NEAR BAY
-117.89
33.6
40
1,639
352
498
278
5.6336
500,001
<1H OCEAN
-117.31
33.16
17
1,704
263
781
281
5.6605
224,400
NEAR OCEAN
-122.28
37.86
52
938
195
393
189
3.8594
196,400
NEAR BAY
-121.84
36.61
21
2,876
802
2,487
795
2.2007
112,800
<1H OCEAN
-118.4
34.22
43
1,220
222
729
230
3.6442
186,300
<1H OCEAN
-117.18
32.69
44
2,819
514
1,258
503
4.4777
452,800
NEAR OCEAN
-118.3
33.96
39
2,802
618
1,524
529
2.6518
136,300
<1H OCEAN
-117.02
32.76
40
2,523
488
976
470
3.11
185,700
<1H OCEAN
-117.06
32.76
36
2,785
577
1,275
527
2.3015
156,800
NEAR OCEAN
-117.84
34.1
17
7,836
1,624
4,419
1,526
3.8465
180,700
<1H OCEAN
-122.04
37.97
10
974
316
631
286
2.3152
140,600
NEAR BAY
-119.83
36.75
33
662
183
607
181
1.3929
55,600
INLAND
-117.95
33.83
36
1,380
237
690
234
3.8214
210,900
<1H OCEAN
-122.25
37.82
32
3,809
1,098
1,806
1,022
2.6429
218,500
NEAR BAY
-117.06
32.75
34
2,516
611
1,317
594
2.2308
125,900
NEAR OCEAN
-122.18
37.76
50
1,187
261
907
246
1.9479
89,500
NEAR BAY
-117.27
33.02
13
5,723
1,242
2,450
1,140
4.7179
376,700
NEAR OCEAN
-118.07
33.89
32
1,819
386
1,679
360
3.5562
146,000
<1H OCEAN
-119.05
34.19
39
143
36
113
33
2.8942
275,000
NEAR OCEAN
-121.2
38.66
17
1,605
217
732
241
5.47
204,800
INLAND
-122.47
37.72
47
1,176
286
564
258
3.2059
350,000
NEAR OCEAN
-119.83
34.44
26
1,739
402
599
368
3.0875
198,400
NEAR OCEAN
-118.16
35.05
44
1,297
307
776
278
2.5875
68,900
INLAND
-122.08
37.35
35
1,347
207
548
189
7.7068
500,001
NEAR BAY
-118.11
34.1
44
2,012
435
1,454
456
3.3229
226,600
<1H OCEAN
-117.22
32.87
5
3,511
1,008
1,599
918
3.8542
176,600
NEAR OCEAN
-117.09
34.07
24
6,260
1,271
3,132
1,189
2.5156
103,000
INLAND
-121.29
38.14
27
836
132
303
133
3.875
127,400
INLAND
-121.96
37.35
32
1,484
274
673
272
5.2019
279,900
<1H OCEAN
-118.11
34
33
2,886
726
2,650
728
2.625
178,700
<1H OCEAN
-122.31
37.54
46
2,444
397
952
402
4.75
388,200
NEAR OCEAN
-120.41
38.03
14
2,061
465
859
462
2.1289
115,300
INLAND
-118.2
34.05
42
1,703
586
2,490
581
2.02
147,200
<1H OCEAN
-121.99
37.56
18
5,505
1,005
2,641
971
5
269,700
<1H OCEAN
-117.92
34.03
32
1,819
375
1,728
375
3.975
162,400
<1H OCEAN
-117.53
33.88
22
2,855
667
2,453
624
3.1312
91,000
INLAND
-119.23
34.44
34
3,193
664
1,434
627
2.4777
260,300
<1H OCEAN
-117.9
33.8
21
1,342
326
748
335
2.9231
45,000
<1H OCEAN
-122.7
38.44
35
1,304
343
822
304
3.2935
157,800
<1H OCEAN
-121.36
38.73
21
2,253
416
1,050
411
3.141
220,100
INLAND
-121.89
37.33
49
658
318
467
316
0.7068
200,000
<1H OCEAN
-117.1
32.68
45
1,183
289
900
266
2.4943
99,600
NEAR OCEAN
-121.83
36.61
26
3,723
789
2,563
747
3.4531
133,100
<1H OCEAN
-122.5
37.77
52
1,769
414
1,032
380
3.9954
324,700
NEAR BAY
-120.62
37.37
8
2,608
428
1,530
435
3.968
102,100
INLAND
-122.26
37.5
52
878
186
393
186
3.7045
360,500
NEAR OCEAN
-122.53
39.09
11
1,264
271
370
177
1.3
69,700
INLAND
-120.76
38.73
17
512
129
314
140
1.5625
108,300
INLAND
-123.79
39.44
16
2,017
423
1,177
414
3.2171
116,200
<1H OCEAN
-121.04
37.7
52
349
59
121
40
3.3036
197,500
INLAND
-118.13
34.19
42
2,203
412
1,012
377
4.0714
234,000
INLAND
-122.47
37.72
49
1,690
307
770
294
4.5913
259,700
NEAR OCEAN
-117.29
34.13
52
2,424
528
1,171
455
1.4815
77,900
INLAND
-115.56
32.96
21
2,164
480
1,164
421
3.8177
107,200
INLAND
-117.96
33.87
37
1,785
360
1,155
403
4.7984
175,800
<1H OCEAN
-121.78
37.31
25
2,093
297
983
338
6.4664
271,500
<1H OCEAN
-118.2
33.87
26
703
202
757
212
2.525
155,500
<1H OCEAN
-119.25
34.27
46
679
159
382
143
3.5
221,200
NEAR OCEAN
-118.09
34.07
31
1,054
252
1,032
258
2.3424
188,500
<1H OCEAN
-117.18
32.69
37
3,112
716
1,304
674
3.2121
320,800
NEAR OCEAN
-122.29
37.87
46
1,267
324
792
321
2.525
165,900
NEAR BAY
-122.31
37.54
42
1,159
261
465
247
3.1842
352,800
NEAR OCEAN
-122.12
37.7
17
2,488
617
1,287
538
2.9922
179,900
NEAR BAY
-120.64
37.7
16
284
51
239
46
1.8958
137,500
INLAND
-122.04
37.12
30
1,427
311
686
251
4.0781
154,500
NEAR OCEAN
-121.94
37.3
26
4,348
814
2,347
810
4.7275
293,000
<1H OCEAN
-122.62
38.24
33
1,369
280
758
246
4.0341
156,500
<1H OCEAN
-122.26
38.57
22
509
103
139
73
2.1979
152,800
INLAND
-122.33
37.58
43
1,772
422
1,573
401
2.7474
233,100
NEAR OCEAN
-119.12
34.25
31
737
146
1,436
168
3.5625
194,100
NEAR OCEAN
-122.82
38.55
8
6,190
1,088
2,967
1,000
3.8616
195,100
<1H OCEAN
-117.82
34.13
27
3,770
573
1,606
562
6.1321
309,700
INLAND
-121.97
37.52
23
4,925
948
2,530
894
5.0824
230,900
<1H OCEAN
-119.85
34.48
23
1,915
277
724
267
6.2987
348,200
NEAR OCEAN
-118.11
33.78
16
3,985
567
1,327
564
7.9767
500,001
<1H OCEAN
-118.03
34.08
42
1,597
373
1,311
352
2.9688
162,800
INLAND
-116.95
33.68
11
1,183
178
543
147
4.4792
173,900
INLAND
-118.13
33.86
37
2,259
425
1,183
413
5.1805
201,600
<1H OCEAN
-118.54
34.05
33
6,778
1,092
2,540
1,052
8.565
500,001
<1H OCEAN
-117.89
33.85
13
1,583
474
1,672
432
3.2303
201,300
<1H OCEAN
-117.28
34.15
32
2,170
430
815
401
3.1765
135,000
INLAND
-118.12
33.98
44
932
179
717
180
3.6875
178,100
<1H OCEAN
-117.38
34.13
13
2,903
510
1,844
510
3.7198
112,900
INLAND
-118.14
34.71
33
2,347
461
1,482
374
2.8194
93,000
INLAND
-122.26
37.9
52
1,927
279
705
288
7.8864
357,300
NEAR BAY
-121.42
38.68
32
2,118
345
1,019
338
3.725
112,200
INLAND
-118.3
34.01
48
4,217
1,095
3,298
949
1.9152
122,300
<1H OCEAN
-118.25
34.23
34
2,421
475
1,232
454
4.6852
296,200
<1H OCEAN
-117.87
33.75
18
697
255
812
221
2.6635
162,500
<1H OCEAN
-120.85
37.05
32
2,893
481
1,198
466
3.1719
140,600
INLAND
-116.89
34.27
13
3,661
770
567
228
4.4063
152,600
INLAND
-119.14
36.29
36
788
181
405
180
1.47
61,900
INLAND
-119.43
36.61
19
1,484
296
1,296
298
2.4219
65,800
INLAND
-117.57
33.87
37
621
156
443
135
2.3333
122,800
INLAND